{"id":"W7132997833","doi":"","title":"Comprehensive evaluation of a three-component psychosocial protocol used to guide decision-making for child maltreatment concerns, developed for medical settings","year":2008,"lang":"","type":"dissertation","venue":"TSpace","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Referral; Protocol (science); Neglect; Poison control; Human factors and ergonomics; Injury prevention; Suicide prevention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04305768,0.001304822,0.001133887,0.004288888,0.004018174,0.001903824,0.002091662,0.0005987641,0.004755042],"category_scores_gemma":[0.06115648,0.0007101301,0.00138627,0.002636758,0.001762976,0.001037641,0.002704782,0.001726536,0.00183179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01156583,"about_ca_system_score_gemma":0.04309181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02734067,"about_ca_topic_score_gemma":0.106847,"domain_scores_codex":[0.9724737,0.01699111,0.0043506,0.001050873,0.004155247,0.0009783745],"domain_scores_gemma":[0.9488847,0.0158481,0.005674917,0.004830978,0.02077877,0.003982414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001106016,0.006158667,0.1107663,0.002447498,0.0001945686,0.001058345,0.01759413,0.004357045,0.01062447,0.003516597,0.03808764,0.8040887],"study_design_scores_gemma":[0.001004526,0.009089954,0.7444325,0.002631761,0.000374274,0.001682258,0.02681615,0.01355789,0.02028412,0.00455012,0.1748723,0.0007041426],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3960359,0.001520898,0.1552938,0.005293377,0.000822052,0.3789923,0.005465252,0.002162121,0.05441434],"genre_scores_gemma":[0.2729457,0.003605115,0.5453128,0.001381118,0.0002481966,0.1570312,0.00511324,0.0003059699,0.01405674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04305768,"threshold_uncertainty_score":0.2277135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006441969890547,"score_gpt":0.4836399532030592,"score_spread":0.3829957562140045,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}